Inputs

Nowcast and Forecast Maps

Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max percent_deviance_explained
rf 0.9506257 0.7861603 0.4804969
bt 0.7744315 0.4452219 0.1471710
maxnet 0.7672066 0.4247725 NA
gam 0.7886954 0.4699808 0.2062059
glm 0.7315977 0.4041794 0.1324618

Variable Importance

Partial Dependence